Andrea Giovannini

25 papers B 1Misc 3Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
ELT-Bench-Verified: Benchmark Quality Issues Underestimate AI Agent Capabilities.
CoRR
Christopher Zanoli, Andrea Giovannini, Tengjun Jin, Ana Klimovic, Yotam Perlitz
2026 J jnl
Process Supervision for Chain-of-Thought Reasoning via Monte Carlo Net Information Gain.
CoRR
Corentin Royer, Debarun Bhattacharjya, Gaetano Rossiello, Andrea Giovannini, Mennatallah El-Assady
2025 J jnl
Bootstrapping Learned Cost Models with Synthetic SQL Queries.
CoRR
Michael Nidd, Christoph Miksovic, Thomas Gschwind, Francesco Fusco, Andrea Giovannini, Ioana Giurgiu
2025 — conf
On the Predictability of the Best V2X Path for Infrastructure-Assisted Automated Driving.
CSCN
Andrea Giovannini, Claudia Campolo, Vittorio Todisco, Antonella Molinaro, Lorenzo Mario Amorosa, Lu Lei, Alessandro Bazzi
2025 B conf
Path Selection Based on Network Service Quality for Infrastructure-Assisted Automated Driving.
WCNC
Andrea Giovannini, Claudia Campolo, Vittorio Todisco, Antonella Molinaro, Lorenzo Mario Amorosa, Lu Lei, Alessandro Bazzi
2025 J jnl
Unified lookup tables: training foundation models on encoded data.
Mach. Learn. Sci. Technol.
Nikita Janakarajan, Irina Espejo Morales, Marvin Alberts, Andrea Giovannini, Matteo Manica, Antonio Foncubierta-Rodríguez
2024 J jnl
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond.
Medical Image Anal.
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
2024 J jnl
Generative feature-driven image replay for continual learning.
Image Vis. Comput.
Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel
2023 J jnl
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction.
CoRR
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
2023 — conf
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction.
ML4MHD
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
2022 — conf
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis.
MICCAI (8)
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
2022 J jnl
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis.
CoRR
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
2022 J jnl
Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics.
CoRR
Ben Schaper, Christopher Lohse, Marcell Streile, Andrea Giovannini, Richard Osuala
2021 — conf
Chest ImaGenome Dataset for Clinical Reasoning.
NeurIPS Datasets and Benchmarks
Joy T. Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Alexander Paguio, Jasper Seth Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Mehdi Moradi
2021 J jnl
Chest ImaGenome Dataset for Clinical Reasoning.
CoRR
Joy T. Wu, Nkechinyere N. Agu, Ismini Lourentzou, Arjun Sharma, Joseph A. Paguio, Jasper S. Yao, Edward C. Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo A. Celi, Mehdi Moradi
2021 J jnl
Match What Matters: Generative Implicit Feature Replay for Continual Learning.
CoRR
Kevin Thandiackal, Tiziano Portenier, Andrea Giovannini, Maria Gabrani, Orcun Goksel
2021 Misc conf
On the explainability of hospitalization prediction on a large COVID-19 patient dataset.
AMIA
Ivan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz, Lydia Bessaï, Alexander Büsser, Ludovico Furlan, Raffaello Furlan, Mauro Gatti, Andrea Giovannini, Ellen Hoeven, Chiara Marchiori
2021 J jnl
On the explainability of hospitalization prediction on a large COVID-19 patient dataset.
CoRR
Ivan Girardi, Panagiotis Vagenas, Dario Arcos-Díaz, Lydia Bessaï, Alexander Büsser, Ludovico Furlan, Raffaello Furlan, Mauro Gatti, Andrea Giovannini, Ellen Hoeven, Chiara Marchiori
2020 Misc conf
Artificial Intelligence Decision Support for Medical Triage.
AMIA
Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri L. Saenz
2020 J jnl
Artificial Intelligence Decision Support for Medical Triage.
CoRR
Chiara Marchiori, Douglas Dykeman, Ivan Girardi, Adam Ivankay, Kevin Thandiackal, Mario Zusag, Andrea Giovannini, Daniel Karpati, Henri Saenz
2020 Misc conf
Automated Revision of Medical Ontologies with Graph Neural Network Transfer Learning.
AMIA
Herman Galioulline, Andrea Giovannini
2020 — conf
Radio over Fiber-driven Time Modulated Array Antennas for Efficient Beamforming within In-Building Environments.
ECOC
Andrea Giovannini, Jacopo Nanni, Giacomo Paolini, Federico Perini, Enrico Lenzi, Jean-Luc Polleux, Jean-Marc Laheurte, Diego Masotti, Giovanni Tartarini
2019 — conf
Challenges Due to Rayleigh Backscattering in Radio over Fibre Links for the Square Kilometre Array Radio-Telescope.
ICTON
Jacopo Nanni, Andrea Giovannini, Simone Rusticelli, Federico Perini, Jader Monari, Enrico Lenzi, Giovanni Tartarini
2018 — conf
Cognitive DDx Assistant in Rare Diseases.
EMBC
Matthias Reumann, Andrea Giovannini, Bartosz Nadworny, Christoph Auer, Ivan Girardi, Chiara Marchiori
1999 — conf
Mobility and Coordination for Distributed Java Applications.
Advances in Distributed Systems
Paolo Ciancarini, Andrea Giovannini, Davide Rossi